Period
to 18 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire with a requirement for Neural Network skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Neural Network over the 6 months to 18 June 2018 with a comparison to the same period in the previous 2 years.

Neural Networks
South East > Oxfordshire
6 months to
18 Jun 2018
Same period 2017 Same period 2016
Rank 121 164 182
Rank change year-on-year +43 +18 -
Permanent jobs citing Neural Network 59 5 3
As % of all permanent IT jobs advertised in Oxfordshire 1.98% 0.18% 0.100%
As % of the Processes & Methodologies category 2.16% 0.20% 0.11%
Number of salaries quoted 59 5 3
Oxfordshire median annual salary £70,000 £70,000 £72,500
Median salary % change year-on-year - -3.45% -
10th Percentile £47,500 £35,250 £41,750
90th Percentile £76,250 £80,000 £85,750
South East median annual salary £60,000 £55,000 £48,750
% change year-on-year +9.09% +12.82% -44.29%

Neural Network is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Oxfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Oxfordshire
Permanent vacancies with a requirement for process or methodology skills 2,727 2,474 2,663
As % of all permanent IT jobs advertised in Oxfordshire 91.36% 90.13% 88.41%
Number of salaries quoted 2,411 2,038 2,184
Oxfordshire median annual salary £47,500 £42,500 £46,000
Median salary % change year-on-year +11.76% -7.61% +8.24%
10th Percentile £30,000 £27,000 £26,750
90th Percentile £71,250 £67,500 £68,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Neural Network
Job Vacancy Trend in Oxfordshire

Job postings citing Neural Network as a percentage of all IT jobs advertised in Oxfordshire.

Job vacancy trend for Neural Network in Oxfordshire

Neural Network
Salary Trend in Oxfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Neural Network in Oxfordshire.

Salary trend for Neural Network in Oxfordshire

Neural Network
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Neural Network in Oxfordshire over the 6 months to 18 June 2018.

Salary histogram for Neural Network in Oxfordshire

Neural Network
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Neural Network within the Oxfordshire region over the 6 months to 18 June 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Oxford +24 57 £70,000 +75.00% 3
Neural Network
South East

For the 6 months to 18 June 2018, IT jobs citing Neural Network also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Oxfordshire region with a requirement for Neural Network.

1 59 (100.00%) Machine Learning
2 52 (88.14%) Deep Learning
2 52 (88.14%) Computer Vision
3 50 (84.75%) C++
4 47 (79.66%) Python
5 41 (69.49%) PhD
6 34 (57.63%) Mathematics
7 30 (50.85%) Natural Language Processing
7 30 (50.85%) Artificial Intelligence
8 29 (49.15%) Bayesian Methods
9 24 (40.68%) Computer Science
10 23 (38.98%) Software Engineering
11 21 (35.59%) MATLAB
11 21 (35.59%) Signal Processing
11 21 (35.59%) Data Science
12 17 (28.81%) Algorithms
12 17 (28.81%) Big Data
13 16 (27.12%) R
14 15 (25.42%) Physics
15 14 (23.73%) Image Processing
15 14 (23.73%) Reinforcement Learning
16 13 (22.03%) Robotics
17 12 (20.34%) Git (software)
17 12 (20.34%) GNU Octave
17 12 (20.34%) C#
17 12 (20.34%) Subversion
17 12 (20.34%) Data Analysis
18 10 (16.95%) Mathematical Modelling
19 8 (13.56%) Linear Algebra
20 7 (11.86%) Java

Neural Network
Co-occurring IT Skills in Oxfordshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Applications
1 12 (20.34%) GNU Octave
Database & Business Intelligence
1 17 (28.81%) Big Data
2 1 (1.69%) GIS
Development Applications
1 12 (20.34%) Git (software)
1 12 (20.34%) Subversion
General
1 6 (10.17%) Games
2 2 (3.39%) Finance
Job Titles
1 18 (30.51%) Software Engineer
2 17 (28.81%) Computer Engineer
2 17 (28.81%) Computer Vision Engineer
3 12 (20.34%) Data Scientist
3 12 (20.34%) Machine Learning Researcher
4 10 (16.95%) C++ Software Engineer
5 7 (11.86%) Machine Learning Engineer
6 4 (6.78%) Machine Learning Scientist
7 2 (3.39%) C++ Developer
7 2 (3.39%) Developer
7 2 (3.39%) Systems Engineer
8 1 (1.69%) C++ Software Developer
8 1 (1.69%) Cloud Engineer
8 1 (1.69%) Python Engineer
8 1 (1.69%) Python Software Engineer
8 1 (1.69%) Real Time Developer
8 1 (1.69%) Real Time Engineer
8 1 (1.69%) Research Engineer
8 1 (1.69%) Software Developer
8 1 (1.69%) Systems Developer
Libraries, Frameworks & Software Standards
1 30 (50.85%) Natural Language Processing
2 5 (8.47%) Boost C++ Libraries
2 5 (8.47%) OpenCV
2 5 (8.47%) STL
3 4 (6.78%) TensorFlow
4 1 (1.69%) Keras
4 1 (1.69%) Theano
Miscellaneous
1 24 (40.68%) Computer Science
2 17 (28.81%) Algorithms
3 13 (22.03%) Robotics
4 1 (1.69%) Hedge funds
4 1 (1.69%) Smart Meter
Operating Systems
1 6 (10.17%) Linux
Processes & Methodologies
1 59 (100.00%) Machine Learning
2 52 (88.14%) Computer Vision
2 52 (88.14%) Deep Learning
3 34 (57.63%) Mathematics
4 30 (50.85%) Artificial Intelligence
5 29 (49.15%) Bayesian Methods
6 23 (38.98%) Software Engineering
7 21 (35.59%) Data Science
7 21 (35.59%) Signal Processing
8 15 (25.42%) Physics
9 14 (23.73%) Image Processing
9 14 (23.73%) Reinforcement Learning
10 12 (20.34%) Data Analysis
11 10 (16.95%) Mathematical Modelling
12 8 (13.56%) Linear Algebra
13 6 (10.17%) DNA
13 6 (10.17%) Game Theory
13 6 (10.17%) Statistical Analysis
13 6 (10.17%) Statistics
14 4 (6.78%) Probabilistic Modelling
Programming Languages
1 50 (84.75%) C++
2 47 (79.66%) Python
3 21 (35.59%) MATLAB
4 16 (27.12%) R
5 12 (20.34%) C#
6 7 (11.86%) Java
7 6 (10.17%) C
8 3 (5.08%) Julia
8 3 (5.08%) SQL
Qualifications
1 41 (69.49%) PhD
2 1 (1.69%) Degree